104 citations · 418 across the 21 of their papers we have counts for
8 papers · 1 filter
A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix
Wenbin Li, Meihao Kong, Xuesong Yang +4
In recent years, a variety of contrastive learning based unsupervised visual representation learning methods have been designed and achieved great success in many visual tasks. Gen…
The correlation between WISE 12 m emission and molecular gas tracers on sub-kpc scales in nearby star-forming galaxies
Yang Gao, Qing-Hua Tan, Yu Gao +4
We complement the MALATANG sample of dense gas in nearby galaxies with archival observations of and its isotopologues to determine scaling relations between Wide-fiel…
Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient
Wubing Chen, Wenbin Li, Xiao Liu +2
Cooperative multi-agent policy gradient (MAPG) algorithms have recently attracted wide attention and are regarded as a general scheme for the multi-agent system. Credit assignment…
Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery
Wenbin Li, Zhichen Fan, Jing Huo +1
Novel class discovery (NCD) aims at learning a model that transfers the common knowledge from a class-disjoint labelled dataset to another unlabelled dataset and discovers new clas…
The cold gas and dust properties of red star-forming galaxies
Ryan Chown, Laura C. Parker, Christine D. Wilson +9
We study the cold gas and dust properties for a sample of red star forming galaxies called "red misfits." We collect single-dish CO observations and HI observations from representa…
Auto-Encoding Adversarial Imitation Learning
Kaifeng Zhang, Rui Zhao, Ziming Zhang +1
Reinforcement learning (RL) provides a powerful framework for decision-making, but its application in practice often requires a carefully designed reward function. Adversarial Imit…